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Strategies and Structures for Biological Datasets Integration and Knowledge Discovery
Keyword:
Single-cell RNA Sequencing
,
Data Integration
,
CCA
,
Network Analysis
,
Biology
, and
Feature Engineering
Creator:
Teeple, Erin
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-07-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Biological Discovery via Data Science: Multigranular Artificial Intelligence Approaches for Cells, Cerebra and Cruise Ships
Keyword:
Bioinformatics
,
Single-cell Transcriptomics
,
Artificial Intelligence
,
Data Science
,
Infectious Disease Epidemiology
, and
Neuropsychiatry
Creator:
Srinivasan, Suhas
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-01
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Modern Computer Science Approaches in Biology: From Predicting Molecular Functions to Modeling Protein Structure
Creator:
Narykov, Oleksandr
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Understanding Internal Feature Development in Deep Convolutional Neural Networks for Time Series
Keyword:
Feature extraction
,
Human Sleep
,
Interpretable Deep learning
,
Feature Visualization
, and
Learning representations
Creator:
Paisarnsrisomsuk, Sarun
Advisor:
Ruiz, Carolina
and
Alvarez, Sergio A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Towards Instantaneous Mental Health Screening From Voice Using Machine and Deep Learning
Keyword:
mental heath screening
,
deep learning
,
audio
,
machine learning
, and
voice
Creator:
Toto, Ermal
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-03-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Attention-based Deep Learning Models for Text Classification and their Interpretability
Creator:
Sen, Cansu
Advisor:
Rundensteiner, Elke A.
and
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-10
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Boosting Gene Expression Clustering with System-Wide Biological Information and Deep Learning
Keyword:
community detection
,
biological network
,
robust autoencoder
,
deep learning
, and
gene expression clustering
Creator:
Cui, Hongzhu
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Contributions to Collective Dynamical Clustering-Modeling of Discrete Time Series
Keyword:
semi-Markov chain
,
distributed data processing system
,
discrete time series
, and
deviated dynamic time warping
Creator:
Wang, Chiying
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Spatial and Temporal Learning in Robotic Pick-and-Place Domains via Demonstrations and Observations
Keyword:
cloud robotics
,
Learning from Demonstration
,
active visual search
, and
Robotics
Creator:
Toris, Russell C
Advisor:
Chernova, Sonia
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-20
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Student Modeling in Intelligent Tutoring Systems
Keyword:
User modeling
,
Maching learning
, and
Intelligent tutoring systems
Creator:
Gong, Yue
Advisor:
Beck, Joseph E.
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-11-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Visually Mining Interesting Patterns in Multivariate Datasets
Keyword:
visual data mining
and
multivariate visualization
Creator:
Guo, Zhenyu
Advisor:
Ward, Matthew O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-01-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
A Database For Exploratory Analysis of Human Sleep
Keyword:
postgres
,
Data Mining
,
weka
,
Computer Science
,
sleep
,
terabyte
, and
Database
Creator:
Misra, Shivin Satyawon
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2008-03-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Fexprs as the basis of Lisp function application; or, $vau: the ultimate abstraction
Keyword:
Scheme
,
abstraction
,
lambda calculus
,
Lisp
,
vau calculus
,
fexpr
, and
Kernel
Creator:
Shutt, John N
Advisor:
Gennert, Michael A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2010-09-01
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Hypothesis-Driven Specialization-based Analysis of Gene Expression Association Rules
Keyword:
gene expression
,
Data Mining
,
bioinformatics
, and
Association Rules
Creator:
Thakkar, Dharmesh
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2007-05-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Data Mining Techniques for Prognosis in Pancreatic Cancer
Keyword:
Machine Learning
,
Data Mining
,
Feature Selection
, and
Pancreatic Cancer
Creator:
floyd, stuart
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2007-05-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Towards Assessing Students' Fine Grained Knowledge: Using an Intelligent Tutor for Assessment
Keyword:
longitudinal modeling
,
assess fine grained knowledge
,
Intelligent Tutoring System
,
Data Mining
,
dynamic testing
, and
assessment
Creator:
Feng, Mingyu
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2009-08-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Exploratory Analysis of Human Sleep Data
Keyword:
sleep data
,
association rule mining
,
Logistic regression
,
Data Mining
,
window-based association rule mining
, and
statistical significance of rules
Creator:
Laxminarayan, Parameshvyas
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2004-01-19
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Mining Oncology Data: Knowledge Discovery in Clinical Performance of Cancer Patients
Keyword:
Knowledge Discovery in Databases
,
Databases
,
Cancer
,
Clinical Performance
,
oncology
, and
Data Mining
Creator:
Hayward, John T
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2006-08-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Mining for Frequent Events in Time Series
Keyword:
numeric
,
events
,
Time series
,
envelopes
, and
mining
Creator:
Stoecker-Sylvia, Zachary
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2004-09-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Incremental Maintenance Of Materialized XQuery Views
Keyword:
XML
,
Incremental View Maintenance
, and
XQuery
Creator:
El-Sayed, Maged F
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2005-08-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Graphical Data Mining for Computational Estimation in Materials Science Applications
Keyword:
Clustering
,
Domain Semantics
,
Classification
,
Graphical Data
, and
Data Mining
Creator:
Varde, Aparna S
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2006-08-15
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Apriori Sets And Sequences: Mining Association Rules from Time Sequence Attributes
Keyword:
mining complex data
and
temporal association rules
Creator:
Pray, Keith A
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2004-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Association Rule Based Classification
Keyword:
Associative Classification
,
Adaptive Minimal Support
,
Itemset Pruning
,
Association Rules
, and
Classification
Creator:
Palanisamy, Senthil Kumar
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2006-05-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Efficient Incremental View Maintenance for Data Warehousing
Keyword:
Materialized View
,
View Maintenance
,
Information Integration
,
Data Warehouse
, and
View Matching
Creator:
Chen, Songting
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2005-12-20
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Software Engineering Using design RATionale
Keyword:
Software Maintenance
,
Knowledge Representation
,
inference
,
design rationale
, and
software engineering
Creator:
Burge, Janet E
Advisor:
Brown, David C.
Publisher:
Worcester Polytechnic Institute
Date Created:
2005-05-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Semantic Caching for XML Queries
Keyword:
XML
,
Query Containment
,
Replacement Strategy
,
Query Rewriting
,
Semantic Caching
, and
Query
Creator:
Chen, Li
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2004-01-29
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
An Efficient and Incremental System to Mine Contiguous Frequent Sequences
Keyword:
Frequent Patterns
and
Traversal Patterns
Creator:
El-Sayed, Maged F
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2004-01-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
DARM: Distance-Based Association Rule Mining
Keyword:
distance-based association rules
,
spatial data mining
, and
distance-based Apriori algorithm
Creator:
Icev, Aleksandar
Advisor:
Ruiz, Carolina
and
Ryder, Elizabeth F.
Publisher:
Worcester Polytechnic Institute
Date Created:
2003-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Managing Schema Change in an Heterogeneous Environment
Keyword:
Schema Modeling
,
Schema Heterogeniety
,
Schema Change
,
Integration
,
Meta Modeling
, and
Frameworks
Creator:
Claypool, Kajal Tilak
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2002-06-17
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Faster Training of Neural Networks for Recommender Systems
Keyword:
Neural Networks
,
mixture of experts
, and
recommender systems
Creator:
Kogel, Wendy E.
Advisor:
Ruiz, Carolina
and
Alvarez, Sergio A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2002-05-01
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Integration of Heterogeneous Databases: Discovery of Meta-Information and Maintenance of Schema-Restructuring Views
Keyword:
data integration
,
schema restructuring
,
meta-data discovery
,
schema changes
, and
Data Mining
Creator:
Koeller, Andreas
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2002-04-15
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Association Rule Mining for Collaborative Recommender Systems
Keyword:
Association Rules
,
Collaborative Recommender Systems
,
Data Mining
, and
Electronic Commerce
Creator:
Lin, Weiyang
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2000-05-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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30
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Worcester Polytechnic Institute
32
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19
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